| 2025 | AISTATS | Randomized Iterative Solver as Iterative Refinement: A Simple Fix Towards Backward Stability. | Ruihan Xu, Yiping Lu |
| 2024 | AAAI | Statistical Spatially Inhomogeneous Diffusion Inference. | Yinuo Ren, Yiping Lu, Lexing Ying, Grant M. Rotskoff |
| 2024 | ICLR | Generalization of Scaled Deep ResNets in the Mean-Field Regime. | Yihang Chen, Fanghui Liu, Yiping Lu, Grigorios Chrysos, Volkan Cevher |
| 2024 | ICML | Orthogonal Bootstrap: Efficient Simulation of Input Uncertainty. | Kaizhao Liu, Jos H. Blanchet, Lexing Ying, Yiping Lu |
| 2023 | AISTATS | Adversarial Noises Are Linearly Separable for (Nearly) Random Neural Networks. | Huishuai Zhang, Da Yu, Yiping Lu, Di He |
| 2023 | ICLR | Minimax Optimal Kernel Operator Learning via Multilevel Training. | Jikai Jin, Yiping Lu, Jos H. Blanchet, Lexing Ying |
| 2022 | ICLR | Machine Learning For Elliptic PDEs: Fast Rate Generalization Bound, Neural Scaling Law and Minimax Optimality. | Yiping Lu, Haoxuan Chen, Jianfeng Lu, Lexing Ying, Jose H. Blanchet |
| 2022 | ICLR | An Unconstrained Layer-Peeled Perspective on Neural Collapse. | Wenlong Ji, Yiping Lu, Yiliang Zhang, Zhun Deng, Weijie J. Su |
| 2020 | ICML | A Mean Field Analysis Of Deep ResNet And Beyond: Towards Provably Optimization Via Overparameterization From Depth. | Yiping Lu, Chao Ma, Yulong Lu, Jianfeng Lu, Lexing Ying |
| 2019 | ICLR | Dynamically Unfolding Recurrent Restorer: A Moving Endpoint Control Method for Image Restoration. | Xiaoshuai Zhang, Yiping Lu, Jiaying Liu, Bin Dong |
| 2018 | ICLR | PDE-Net: Learning PDEs from Data. | Zichao Long, Yiping Lu, Xianzhong Ma, Bin Dong |
| 2018 | ICLR | Beyond Finite Layer Neural Networks: Bridging Deep Architectures and Numerical Differential Equations. | Yiping Lu, Aoxiao Zhong, Quanzheng Li, Bin Dong |
| 2018 | ICML | PDE-Net: Learning PDEs from Data. | Zichao Long, Yiping Lu, Xianzhong Ma, Bin Dong |
| 2018 | ICML | Beyond Finite Layer Neural Networks: Bridging Deep Architectures and Numerical Differential Equations. | Yiping Lu, Aoxiao Zhong, Quanzheng Li, Bin Dong |
| 2015 | COCOON | Packing Cubes into a Cube in (D>3)-Dimensions. | Yiping Lu, Danny Z. Chen, Jianzhong Cha |
| 2013 | COCOON | Packing Cubes into a Cube Is NP-Hard in the Strong Sense. | Yiping Lu, Danny Z. Chen, Jianzhong Cha |